ALL CASE FILES
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2025
DashExAI — Intelligent ML Analytics Platform
SLUGdashexai-ml-platform
> Full-stack ML platform supporting 6+ model families with automated feature engineering, EDA, and one-click deployment.
// OVERVIEW.MD3 BLOCKS
$ DashExAI is a full-stack ML platform I built supporting 6+ model families — ARIMA, Prophet, XGBoost, K-Means, DBSCAN, and more — with automated feature engineering, model training, evaluation, and one-click deployment.
It includes an automated EDA pipeline with SHAP-based feature importance across 20+ chart types, cutting analyst data prep from hours to under 5 minutes.
Designed for stakeholders who want to query data in plain English and ship models without writing notebook glue.
// WHAT_IT_DOES6 BEATS
- 01> 6+ model families: ARIMA, Prophet, XGBoost, K-Means, DBSCAN
- 02> Automated feature engineering & cross-validated training
- 03> Automated EDA with SHAP feature importance (20+ chart types)
- 04> Natural-language to data analysis via LangChain
- 05> One-click deployment workflow
- 06> Built with Next.js + FastAPI + MLflow
